SELECT [tips tricks and commentary] FROM [my experiences] WHERE subject IN ('database', 'data warehouse', 'business intelligence')
Wednesday, October 3, 2012
The feature: "Shared dataset" is not supported in this edition of Reporting Services. (rsOperationNotSupported)
Ouch. I was recently working on a project that started with SQL Server 2008 R2 Standard Edition and eventually ended up with SQL Server 2012 Web Edition in a hosted environment. When I attempted to stand up a staging environment on the 2012 Web Edition instance I received the following error.
The feature: "Shared dataset" is not supported in this edition of Reporting Services. (rsOperationNotSupported)
I came to find out that the "Shared component library" feature of SSRS is only available in Standard Edition and up. I have to admit that before we moved from 2008 R2 to 2012 I reviewed the Features Supported by the Editions of SQL Server 2012 MSDN page and didn't realize that the Shared Dataset feature was a subset of the Shared component library feature. It appears that this feature is also sometimes referred to as the "Report Part Gallery" as can be seen on the Programming Features for Reporting Services Editions page, also on MSDN.
Monday, August 27, 2012
Publish SSDT Projects Without Visual Studio Using SqlPackage.exe
If you'd like to publish your SSDT database project but don't have access to your target database from the machine you run Visual Studio (with SSDT) and/or you don't have Visual Studio installed on your target server you can still publish your database by using SqlPackage.exe.
For those familiar with Visual Studio Database Projects (VSDB), SqlPackage.exe is the replacement for VSDBCMD.exe
Microsoft provides a WPI (web platform installer) for the Microsoft SQL Server 2012 Data-Tier Application Framework which lays down everything required to use the SqlPackage command line utility. You can also install the individual components from the Microsoft SQL Server 2012 Feature Pack if you prefer. They consist of the following:
For those familiar with Visual Studio Database Projects (VSDB), SqlPackage.exe is the replacement for VSDBCMD.exe
Microsoft provides a WPI (web platform installer) for the Microsoft SQL Server 2012 Data-Tier Application Framework which lays down everything required to use the SqlPackage command line utility. You can also install the individual components from the Microsoft SQL Server 2012 Feature Pack if you prefer. They consist of the following:
- dacframework.msi
- SQLDOM.msi
- SQLLS.msi
- SQLSysClrTypes.msi
Once everything is installed you should be able to find SqlPackage.exe in a location similar to "C:\Program Files (x86)\Microsoft SQL Server\110\DAC\bin."
Below is a basic sample of how to execute SqlPackage.exe.
C:\Program Files (x86)\Microsoft SQL Server\110\DAC\bin\sqlpackage. exe /a:Publish /tsn:TargetServerName /tdn:TargetDatabaseName /sf:c:\YourDacPac.dacpac
For an exhaustive list of available parameters see MSDN.
Wednesday, August 22, 2012
SSDT: unresolved reference to object [dbo].[sp_executesql].
Procedure: Some_Procedure has an unresolved reference to object [dbo].[sp_executesql].
Look familiar? There's a simple solution. We just need to add a reference to the master database.
1) Right-click the References folder in Solution Explorer.
1) Right-click the References folder in Solution Explorer.
2) Select the "master" System database.
3) Voila. The reference appears under the folder and the warning goes away.
Tuesday, August 14, 2012
Creating a CLR Function in SSDT
Creating a CLR function in SSDT (SQL Server Data Tools) is not very difficult but if you've never done it before you might be wondering where to start. Here goes...
Enabling CLR
First things first. While not directly related to SSDT it is necessary to enable CLR on your SQL Server instance since whatever code you end up writing won't be able to execute until this is done. All we have to do is set the clr enabled configuration to 1. See below.
It is necessary to tell your SSDT project which version of the .NET Framework to use. If you're running SQL Server 2008 R2 you can use .NET Framework 3.5 or lower. SQL Server 2012 support .NET Framework 4.0. To get to the screen below, right click your project in the Solution Explorer and select Properties and then click the SQLCLR tab on the left-hand size. Set your Target framework appropriately.
Add a Function to the Project
Right-click within the project and select Add > New Item...
Choose SQL CLR C# User Defined Function to add a function to the project.
Define the Function
Below is a sample function from MSDN. Obviously you can create a function to do whatever you're trying to accomplish.
Publish
Publish your SSDT project as you normally would.
SSDT makes database development and deployment a breeze but sometimes the approach can be less than intuitive. If you're used to creating CLR objects manually you might have been wondering how to create the assembly and the T-SQL reference to the CLR object's method. SSDT is kind enough to do this work for us.
If you look at Object Explorer you'll see the new assembly (DBProj) and the new dbo.validatePhone function.
If you further explore the dbo.validatePhone function you'll see that it is a wrapper for your CLR function.
Use it
Conclusion
CLR objects can be as complex as the code that you write but SSDT makes their development and deployment easier. Hopefully this post shows you just how easy it is.
Enabling CLR
First things first. While not directly related to SSDT it is necessary to enable CLR on your SQL Server instance since whatever code you end up writing won't be able to execute until this is done. All we have to do is set the clr enabled configuration to 1. See below.
sp_configure 'show advanced options', 1; GO RECONFIGURE; GO sp_configure 'clr enabled', 1; GO RECONFIGURE; GO
SSDT Project Properties
It is necessary to tell your SSDT project which version of the .NET Framework to use. If you're running SQL Server 2008 R2 you can use .NET Framework 3.5 or lower. SQL Server 2012 support .NET Framework 4.0. To get to the screen below, right click your project in the Solution Explorer and select Properties and then click the SQLCLR tab on the left-hand size. Set your Target framework appropriately.
Add a Function to the Project
Right-click within the project and select Add > New Item...
Define the Function
Below is a sample function from MSDN. Obviously you can create a function to do whatever you're trying to accomplish.
Publish
Publish your SSDT project as you normally would.
SSDT makes database development and deployment a breeze but sometimes the approach can be less than intuitive. If you're used to creating CLR objects manually you might have been wondering how to create the assembly and the T-SQL reference to the CLR object's method. SSDT is kind enough to do this work for us.
If you look at Object Explorer you'll see the new assembly (DBProj) and the new dbo.validatePhone function.
If you further explore the dbo.validatePhone function you'll see that it is a wrapper for your CLR function.
Simple as that.
Conclusion
CLR objects can be as complex as the code that you write but SSDT makes their development and deployment easier. Hopefully this post shows you just how easy it is.
Friday, August 10, 2012
SSIS Event Handlers: Behavior In Package Hierarchy
I recently stumbled onto what seemed to be an odd
performance problem in an SSIS project I was working on. The problem was that I
had a number of straightforward packages that ran extremely fast but sometimes,
without explanation, ran really slow.
Luckily the project included a robust logging system that
provided, among other things, the execution duration of every package and
Control Flow task. The logs showed that
the Data Flows in the packages in question were running in 10 to 20 seconds yet
the packages were at times taking upwards of 20 minutes. Furthermore, I found that when called on their own, each package did not run much longer than its single data flow, yet when run as a child of another package (via an execute package task) the execution duration more than doubled. In one example I had a package that ran in 10 seconds on its own, 23 seconds as a child, 56 seconds as a child 3 levels deep, and almost 3 minutes when run as a child four levels deep. In that same example the Data Flow took only 7 seconds. So why was the package so slow when run as a child of one or more packages?
Time for SQL Server Profiler.
Time for SQL Server Profiler.
The logging mechanisms in place were stored procedures being
called by Execute SQL tasks and were being passed things like a batch Id,
Package Id, Source Name, Source GUID, Start Time, End Time, etc. Once I began profiling it was clear that there were way too many Pre and Post execute
logging stored procedure calls.
Let me take a step back and explain the project/package
design. The project contained about 50 SSIS packages, some of which were being
called by Execute Package tasks within the project. For example, there was a
Master package which called some staging packages and some staging packages
that called lower level staging packages, and those in turn called some generic logging packages. There were as many as four packages
in any given package execution hierarchy. In each package, regardless of where in the
package hierarchy it fell, there were four event handlers:
- OnError: Handled exceptions that were then logged to the log database.
- OnVariableValueChanged: Handled the change in those variables we were interested in and logged to the log database.
- OnPreExecute: Handled the logging of the pre-execution data (e.g. start time, source name, etc.) for all package tasks.
- OnPostExecute: Handled the logging of post-execution data (e.g. end time) for all package tasks.
Getting back to what I was seeing in Profiler (many calls to
the Pre and Post execute logging stored procedures), it only made sense that
the OnPreExecute and OnPostExecute event handlers were being fired each time
the logging stored procedures were being called. So why would those event
handlers fire so many times?
I started to research event handlers propagation to
understand what happens in SSIS when we have package level event handlers and a
package design in which packages call other packages. I quickly ran into Jamie
Thomson’s “SSIS:
Understanding event propagation” blog post. In his post he talks about
three things:
- Events being caught by more than one event handler.
- Event handlers firing events.
- The System::Propagate variable.
Numbers 1 and 2 were what I was most interested in. Number 3
is something I’ve written about in the past in a blog post title “SSIS
Foreach Loop Container: Continue on Error” when explaining how to continue
a Foreach Loop container when a child task fails.
I took Jamie’s example and modified it to fit my situation
which was a four package hierarchy with a single Control Flow task (empty
script task just to get the event handler to fire) in the lowest level package
and an OnPostExecute event handler in all packages. Instead of an empty Control
Flow task in the parent packages, an Execute Package task was used to call the
package one level down (e.g. Package_Level2 called Package_Level1,
PacakageLevel3 called Package_Level2, etc.). Screen shots below depict the
design.
Package_Level1 OnPostExecute Event Handler
Package_Level2 Control Flow w/ Execute Package Edit Dialog
When running this sample package(s) I found that each
subsequent level in the hierarchy more than doubles the number of events fired.
When running Package_Level1 the OnPostExecute event handler is executed twice.
Once for the Level1_EmptyControlFlowTask task and then again for the OnPostExecute
of the package itself. When running
Package_Level2 the OnPostExecute event handler is fired a total of 8 times. See
the table below. Package_Level1 bubbles up the Level1_EventHandler (twice), the
Level1_EmptyControlFlowTask, and the Package_Level1 OnPostExecute events to the
Package_Level2 event handler. In addition to those 4 events we still have the
original two events we say when executing Package_Level1 on its own. And, we
have the Package_Level2 OnPostExecute events for the Level2_ExecuteChildPackage
(call to execute Pacakge_Level1 package) and the Package_Level2 package
execution.
Sequence
|
Event Handler Package
|
Task
|
Event
|
1
|
Package_Level1
|
Level1_EmptyControlFlowTask
|
OnPostExecute
|
2
|
Package_Level2
|
Level1_EventHandler
|
OnPostExecute
|
3
|
Package_Level2
|
Level1_EmptyControlFlowTask
|
OnPostExecute
|
4
|
Package_Level1
|
Package_Level1
|
OnPostExecute
|
5
|
Package_Level2
|
Level1_EventHandler
|
OnPostExecute
|
6
|
Package_Level2
|
Package_Level1
|
OnPostExecute
|
7
|
Package_Level2
|
Level2_ExecuteChildPackage
|
OnPostExecute
|
8
|
Package_Level2
|
Package_Level2
|
OnPostExecute
|
When we execute Package_Level4 we see a total of 52 events
fired, all triggered by the single Level1_EmptyControlFlowTask task in
Package_Level1.
Below is the formula for determining how many additional events
will be fired by the top-level package in a package hierarchy, per Control Flow
task when there is a single OnPostExecute event handler task in all packages in
the hierarchy.
y = 2^n + x
x = previous package level’s
additional events
n = level in package hierarchy
(starting at base package level 1)
y = total additional events fired
at level n
Package Level
|
Calculation
|
Additional Events Fired
|
Total Events Fired
|
1
|
2^1 + 0
|
2
|
2
|
2
|
2^2 + 2
|
6
|
8
|
3
|
2^3 + 6
|
14
|
22
|
4
|
2^4 + 14
|
30
|
52
|
5
|
2^5 + 30
|
62
|
114
|
As you can see, having nested packages with package level
event handlers can create quite a bit of overhead. I initially failed to see
this in my logs because my logging stored procedures were ignoring the event
handlers that were fired by other event handlers. However, the process still had
the overhead of all the events firing and the stored procedure calls, the data
just wasn’t being persisted to the database.
Event handler behavior can be very tricky. Don’t be like me,
understand what’s happening before implementing your event handler logic.
Thursday, July 19, 2012
Visual FoxPro Upsizing Wizard
If you're in the unfortunate position that I recently found myself in and need to move data from a Visual FoxPro (VFP for the die-hards) database to a SQL Server database there are a few gotchas you might run into including:
- The lack of a .dbc file required by the Visual FoxPro Upsizing Wizard.
- The error: The Upsizing Wizard could not set the SQL Server database to proper compatibility level for upsizing. In order to upsize, Visual FoxPro must set the compatibility level of the target SQL database to 6.5.
1. Creating a Visual FoxPro Database From Pre-existing .dbf Files
If you know anything about VFP then number 1 is probably a no brainer. When I started my project I knew absolutely nothing about VFP (and I still don't). So for those of you that are like me, it's very easy to create the .dbc file. Follow the steps below.
If you know anything about VFP then number 1 is probably a no brainer. When I started my project I knew absolutely nothing about VFP (and I still don't). So for those of you that are like me, it's very easy to create the .dbc file. Follow the steps below.
- Open VFP
- Click File -> New, select the Database radio button and then click the New File button.

- When presented with the Save File dialog choose the location for your .dbc file.
- Now click the Add Table button found in the Database Designer toolbox.

- When presented with the Open File dialog, navigate to the directory with your .dbf files and select all the files that you want to add to to your new database (.dbc file).
- Done. Now you have a database that the Upsizing Wizard can consume.
2. Resolving the 6.5 Compatibility Level Error
Most versions of SQL Server allow you to set the compatibility level of each database within an instance. This allows SQL Server instances of a higher version to host databases of a lower version. For example, SQL Server 2012 allows you to host databases at compatibility level 90, 100, and 110. These numbers are just a confusing way to refer to SQL Server 2005, 2008 (2008 R2 doesn't have it's own compatibility level), and 2012. So what in pray tell is compatibility level 6.5 (65)? It actually refers to SQL Server 6.5 (the one before 7.0 which is the one before 2000). Yeah, it's old.
Most versions of SQL Server allow you to set the compatibility level of each database within an instance. This allows SQL Server instances of a higher version to host databases of a lower version. For example, SQL Server 2012 allows you to host databases at compatibility level 90, 100, and 110. These numbers are just a confusing way to refer to SQL Server 2005, 2008 (2008 R2 doesn't have it's own compatibility level), and 2012. So what in pray tell is compatibility level 6.5 (65)? It actually refers to SQL Server 6.5 (the one before 7.0 which is the one before 2000). Yeah, it's old.
Anyway, the VFP Upsizing Wizard requires that the SQL Server that you're upsizing (importing) to be able to support compatibility level 65 (version 6.5). If you're running into this error you're most likely running SQL Server 2008 or above as these versions no longer support compatibility level 65 or 70 and 2012 no longer supports 80 (version 2000).
What is one to do? What I found was the easiest route was to download SQL Server 2005 Express Edition. It's free, it's a small download (~55mb), and it supports 6.5.
Once you've downloaded and installed SQL Server 2005 Express make sure you create your DSNs (the ones that you'll use in the Upsizing Wizard) using the SQL Server Native Client driver (not SQL Server Native Client 10.0 or 11.0 as these refer to 2008 and 2012).
When creating your DSNs keep in mind that if you're running a 64-bit operating system you must use the 32-bit ODBC Data Source Administrator. THIS DOES NOT MEAN TYPING ODBCAD32.EXE IN THE RUN PROMPT. In order to launch the appropriate administrator you must run it from a directory similar to C:\Windows\SysWOW64\odbcad32.exe.
At this point you should be all set to run the Upsizing Wizard. Good luck!
Monday, June 25, 2012
SQL Azure: Development Tools
There are number of tools available to build your SQL Azure database. In this post I will describe three of them including SSMS (SQL Server Management Studio), SSDT (SQL Server Data Tools), and the SQL Azure Database Manger.
1) SQL Server Management Studio
SQL Server Management Studio, a.k.a SSMS, and its predecessor Query Analyzer have been the tools of choice for SQL Server database developers that prefer a GUI over a command line. SQL Server 2008 R2 includes support for SQL Azure in SSMS. Naturally, the version of SSMS that ships with SQL Server 2012 also supports the management and development of SQL Azure databases.
While the SSMS 2012 user interface looks a bit different than previous versions because it is now hosted in the WPF-based Visual Studio shell, connecting to a database is the same as connecting from SSMS 2008 R2.
Once connected, the Object Explorer tree looks very similar to an on-premises SQL Server database, although you'll notice that the server icon looks a bit different. Additionally, some folders such as Server Objects and Replication as well as the SQL Server Agent node are missing as this functionality is not currently available on the SQL Azure platform. Refer to MSDN for a list of the SQL Server features not currently supported on the SQL Azure platform.
Now that we have provisioned a SQL Azure server instance as well as created a SQL Azure database, let's create a table. Just like a regular SQL Server database, it's as simple as expanding the database node in Object Explorer, right-clicking the Tables folder and selecting New Table.... For some reason Microsoft has chosen not to provide the familiar table designer user interface. Instead it displays a CREATE TABLE script template. Below is a screen shot of a modified template used to create a PolicyTransactionFact table in our InsuranceDW database. All we had to do was name the table and add columns and data types. Once you have created your table definition you can either hit the F5 key on your keyboard or click the Execute button. The screen shot below was taken after executing the CREATE TABLE script.
Creating other types of SQL Azure objects is just as easy and is extremely similar to creating objects in on on-premises SQL Server database.
2) SQL Server Data Tools
SQL Server Data Tools (SSDT) provides a declarative approach to database development that is more in line with Microsoft's Visual Studio-based application development paradigm. It is hosted within the Microsoft Visual Studio shell and is free for download on MSDN.
Microsoft would like SSMS to remain as an Administrative tool for SQL Server instances and databases but would like development work to be done in Visual Studio by way of SQL Server Data Tools projects. Additionally, starting with SQL Server 2012, SSDT replaces BIDS as the development environment for SSIS, SSAS, and SSRS.
The first step in SSDT-based database development is to create a SQL Server Database Project. Make sure you install SSDT prior to attempting to create this project type as it is not available with the default installation of SQL Server 2010.
Once you've created the SQL Server Database Project right-click the top-level project node in Solution Explorer and select Properties. Here is were we set the Target Platform to SQL Azure to make sure that our build output is compatible with the SQL Azure platform.
Once the project is created and the platform appropriately set we can begin to create database objects. Just as we did with SSMS, we'll create a table. As you can see below, SQL Server Database Projects provide a table designer so that you can create tables using a GUI as well as writing SQL.
Since SSDT is a declarative development environment we don't actually create physical objects on a server as we develop them in code. Once the developer is content with their development they must Publish the current SSDT representation of the database schema to the database server. This is done by right-clicking on the top-level database project node and selecting Publish.
At this point we are presented with a dialog requesting the publishing/deployment information.
This will take you to the Database Manager log on screen. Enter your credentials and log on. You should see the screen below.
Click the "Design" link in the lower left-hand corner of the screen.
Notice that we're in the Tables section and that we see a list of our tables. Click "New Table" to create a new table.
The Create Table screen should be self-explanatory. You can add/remove columns, set their data types, select primary key columns, set nullability, etc. When you're done, click "Save" and your new table will be added to the database.
Summary
As you've seen, anyone can create a SQL Azure database (whether you want to pay or not) and use any one of the three tools we discussed to create and maintain database objects. SQL Azure isn't right for everyone, but for some organizations and situations it can be a very powerful tool. Hopefully this post will at least convince you to get your feet wet in case you find yourself in one of these situations so that you will have had enough exposure to SQL Azure to know what to do next. Good luck!
1) SQL Server Management Studio
SQL Server Management Studio, a.k.a SSMS, and its predecessor Query Analyzer have been the tools of choice for SQL Server database developers that prefer a GUI over a command line. SQL Server 2008 R2 includes support for SQL Azure in SSMS. Naturally, the version of SSMS that ships with SQL Server 2012 also supports the management and development of SQL Azure databases.
While the SSMS 2012 user interface looks a bit different than previous versions because it is now hosted in the WPF-based Visual Studio shell, connecting to a database is the same as connecting from SSMS 2008 R2.
Once connected, the Object Explorer tree looks very similar to an on-premises SQL Server database, although you'll notice that the server icon looks a bit different. Additionally, some folders such as Server Objects and Replication as well as the SQL Server Agent node are missing as this functionality is not currently available on the SQL Azure platform. Refer to MSDN for a list of the SQL Server features not currently supported on the SQL Azure platform.
Now that we have provisioned a SQL Azure server instance as well as created a SQL Azure database, let's create a table. Just like a regular SQL Server database, it's as simple as expanding the database node in Object Explorer, right-clicking the Tables folder and selecting New Table.... For some reason Microsoft has chosen not to provide the familiar table designer user interface. Instead it displays a CREATE TABLE script template. Below is a screen shot of a modified template used to create a PolicyTransactionFact table in our InsuranceDW database. All we had to do was name the table and add columns and data types. Once you have created your table definition you can either hit the F5 key on your keyboard or click the Execute button. The screen shot below was taken after executing the CREATE TABLE script.
Creating other types of SQL Azure objects is just as easy and is extremely similar to creating objects in on on-premises SQL Server database.
2) SQL Server Data Tools
SQL Server Data Tools (SSDT) provides a declarative approach to database development that is more in line with Microsoft's Visual Studio-based application development paradigm. It is hosted within the Microsoft Visual Studio shell and is free for download on MSDN.
Microsoft would like SSMS to remain as an Administrative tool for SQL Server instances and databases but would like development work to be done in Visual Studio by way of SQL Server Data Tools projects. Additionally, starting with SQL Server 2012, SSDT replaces BIDS as the development environment for SSIS, SSAS, and SSRS.
The first step in SSDT-based database development is to create a SQL Server Database Project. Make sure you install SSDT prior to attempting to create this project type as it is not available with the default installation of SQL Server 2010.
Once you've created the SQL Server Database Project right-click the top-level project node in Solution Explorer and select Properties. Here is were we set the Target Platform to SQL Azure to make sure that our build output is compatible with the SQL Azure platform.
Once the project is created and the platform appropriately set we can begin to create database objects. Just as we did with SSMS, we'll create a table. As you can see below, SQL Server Database Projects provide a table designer so that you can create tables using a GUI as well as writing SQL.
Since SSDT is a declarative development environment we don't actually create physical objects on a server as we develop them in code. Once the developer is content with their development they must Publish the current SSDT representation of the database schema to the database server. This is done by right-clicking on the top-level database project node and selecting Publish.
At this point we are presented with a dialog requesting the publishing/deployment information.
Once the connection information and database name are entered hit the Publish button. The results of the publish can be seen in the Data Tools Operations window.
SSDT SQL Server Database Projects are extremely powerful and can play an integral role in DLM (database lifecycle management) and ALM (application lifecycle management) processes. I provide an argument for using SQL Server Database Projects' predecessor Visual Studio Database Project in my blog post titled Visual Studio 2010 Database Projects and also explain the evolution to SQL Server Database Projects in my blog post titled The Future of Visual Studio Database Projects.
3) SQL Azure Database Manager
The last database development tool I'll discuss is the web-based SQL Azure Database Manager. To use the Database Manager you'll need to log into the Azure Platform Portal and navigate to the Database section by clicking on the Database Link.
Now navigate the menu tree and select the appropriate database server.
Now click the "Manage" link.
Click the "Design" link in the lower left-hand corner of the screen.
Notice that we're in the Tables section and that we see a list of our tables. Click "New Table" to create a new table.
The Create Table screen should be self-explanatory. You can add/remove columns, set their data types, select primary key columns, set nullability, etc. When you're done, click "Save" and your new table will be added to the database.
Summary
As you've seen, anyone can create a SQL Azure database (whether you want to pay or not) and use any one of the three tools we discussed to create and maintain database objects. SQL Azure isn't right for everyone, but for some organizations and situations it can be a very powerful tool. Hopefully this post will at least convince you to get your feet wet in case you find yourself in one of these situations so that you will have had enough exposure to SQL Azure to know what to do next. Good luck!
Subscribe to:
Posts (Atom)














